Ejemplo n.º 1
0
    public void Save()
    {
        NNetData data = new NNetData(net);

        SaveSystem.Save(Application.persistentDataPath + "/net.dat", data);
        Debug.Log("Saved successfully!");
    }
Ejemplo n.º 2
0
    public void Initialize(NNetData data)
    {
        structure    = data.structure;
        random       = data.random;
        mutateChance = data.mutateChance;

        structureLength = structure.Length - 1;

        // Initialize weights
        weights = new double[structureLength][][];
        for (int layer = 0; layer < structureLength; layer++)
        {
            biasesLength   = structure[layer];
            weights[layer] = new double[biasesLength][];
            for (int node = 0; node < biasesLength; node++)
            {
                weightsLength        = structure[layer];
                weights[layer][node] = new double[weightsLength];
                for (int weight = 0; weight < weightsLength; weight++)
                {
                    weights[layer][node][weight] = random.NextDouble() * random.Next() == 0 ? 1 : 1;
                }
            }
        }

        // Initialize biases
        biases = new double[structureLength][];
        for (int layer = 0; layer < structureLength; layer++)
        {
            biasesLength  = structure[layer + 1];
            biases[layer] = new double[biasesLength];
            for (int node = 0; node < biasesLength; node++)
            {
                biases[layer][node] = random.NextDouble() * random.Next() == 0 ? 1 : 1;
            }
        }

        structureLength = structure.Length;

        // Initialize Next cache
        nextCalculations = new double[structureLength][];
        for (int layer = 0; layer < structureLength; layer++)
        {
            nextCalculations[layer] = new double[structure[layer]];
        }
    }
Ejemplo n.º 3
0
    public void save(string path)
    {
        NNetData netData = new NNetData(this);

        SaveSystem.Save(path, netData);
    }